rexmex
Recommender metrics library
A library providing a comprehensive set of metrics and tools for evaluating recommender systems
A general purpose recommender metrics library for fair evaluation.
278 stars
8 watching
25 forks
Language: Python
last commit: over 1 year ago
Linked from 2 awesome lists
coveragedeep-learningevaluationmachine-learningmetricmetricsmrrpersonalizationprecisionrankrankingrecallrecommenderrecommender-systemrecsysrsquared
josephmisiti/awesome-machine-learning
academic/awesome-datascienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 statisticianinstilettos/recmetrics | A library providing evaluation metrics and diagnostic tools for recommender systems. | 571 |
 rucaibox/recsysdatasets | A repository of public data sources for Recommender Systems. | 887 |
 benhamner/metrics | Provides implementations of various supervised machine learning evaluation metrics in multiple programming languages. | 1,632 |
 deepgraphlearning/recommendersystems | A comprehensive library of algorithms and techniques for building recommender systems | 1,102 |
 deeplearningbrasil/mars-gym | A framework for building and evaluating recommender systems using reinforcement learning | 51 |
 fuxiailab/rl4rs | A collection of real-world datasets and practical reinforcement learning baselines for recommendation systems. | 220 |
 ocelma/python-recsys | A library for building and using collaborative filtering-based recommender systems | 1,477 |
 mauriziofd/recsys2019_deeplearning_evaluation | An evaluation framework and repository of deep learning algorithms for recommendation systems | 985 |
 pascaldekloe/metrics | Provides a simple and efficient way to track and expose performance metrics in Go applications. | 28 |
 muesli/regommend | A simple recommendation system built on top of Go, allowing users to create tables with user ratings and retrieve personalized recommendations. | 314 |
 alibaba/easyrec | A framework for building and deploying scalable recommendation algorithms | 1,814 |
 hashicorp/go-metrics | A Golang library for exporting performance and runtime metrics to external systems. | 1,470 |
 scikit-learn-contrib/metric-learn | A Python library providing efficient implementations of various supervised and weakly-supervised metric learning algorithms. | 1,402 |
 tensorflow/recommenders | A software framework for building recommender systems using machine learning and deep learning techniques. | 1,869 |
 lartpang/pysodmetrics | A library providing an implementation of various metrics for object segmentation and saliency detection in computer vision. | 150 |